According to the KDA analysis of DEGs and further relation network with KEGG pathway analysis, most key driver genes were involved in cardiac metabolism, such as fatty acid metabolism, carbon metabolism, propanoate metabolism and PPAR signaling pathway, suggesting these pathways may play pivotal roles in the pathophysiology of atrial fibrillation in hypertension. This evidence concerns the gene PPARA and Hypertension.